metadata
tags:
- generated_from_trainer
model-index:
- name: tiny-mlm-conll2003-from-scratch
results: []
tiny-mlm-conll2003-from-scratch
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 7.9432
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 9.7326 | 0.4 | 500 | 9.0752 |
| 8.6609 | 0.8 | 1000 | 8.4526 |
| 8.2212 | 1.2 | 1500 | 8.1735 |
| 8.04 | 1.6 | 2000 | 8.1498 |
| 7.9717 | 2.0 | 2500 | 8.0920 |
| 7.9568 | 2.4 | 3000 | 8.0197 |
| 7.8582 | 2.8 | 3500 | 8.0439 |
| 7.838 | 3.2 | 4000 | 7.9485 |
| 7.7823 | 3.6 | 4500 | 7.9596 |
| 7.7842 | 4.0 | 5000 | 7.9432 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2